Open Internet by MindsNet

Robustness Limitations in Deep Learning Models

The study reveals that Meta's V-JEPA 2.1 model has limitations in robustness across various perturbations, including temporal corruption, occlusion, and orientation sensitivity. The model's performance degrades with larger sizes, and it is not orientation-equivariant out of the box.

Computing & Technology, Computer Science, Machine Learning